Trajectory Planning of a Semi-Trailer Train Based on Constrained Iterative LQR

W Wang, G Li, S Liu, Q Yang - Applied Sciences, 2023 - mdpi.com
With the development of science and technology, self-driving technology is gradually being
applied to automobile semi-trailer trains. Aiming at the problem that it is challenging to plan …

Autonomous driving risk assessment with boundary-based environment model

X Jiao, J Chen, K Jiang, Z Cao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Risk assessment is important for intelligent vehicles to make safe driving decisions. In some
researches, the risk is modeled as the effect of each environment element on the ego …

Feature identification, solution disassembly and cost comparison of intelligent driving under different technical routes

Z Liu, W Zhang, H Tan, F Zhao - Applied Sciences, 2023 - mdpi.com
Technical route decision making of intelligent driving has always been the focus of attention
of automotive enterprises and even the industry. Firstly, this study combs the main technical …

How Far Ahead Should Autonomous Vehicles Start Reacting to Conflicts? Exploring the Uncertainty-Based Efficiency-Safety Trade-Off

G Li, Z Li, V Knoop, H van Lint - Exploring the Uncertainty-Based …, 2023 - papers.ssrn.com
Conflict detection based on predicted vehicle trajectories is critical for safe and efficient self-
driving cars. Predicted trajectories are inherently uncertain due to the heterogeneity of …

Occlusion-aware Perception and Planning for Automated Vehicles

Y Zhong - 2023 - deepblue.lib.umich.edu
The perception system is a key component of automated vehicles, as it relies on onboard
sensors to gather information. However, the system faces challenges due to occlusions that …